The graph represents a network of 6,474 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 October 2022 at 10:00 UTC.
The requested start date was Friday, 14 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 10-hour, 31-minute period from Wednesday, 05 October 2022 at 13:24 UTC to Thursday, 13 October 2022 at 23:55 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 6474
Unique Edges : 3434
Edges With Duplicates : 8552
Total Edges : 11986
Number of Edge Types : 5
Tweet : 3269
Retweet : 3406
Replies to : 604
Mentions : 1188
MentionsInRetweet : 3519
Self-Loops : 3652
Reciprocated Vertex Pair Ratio : 0.0155197059424137
Reciprocated Edge Ratio : 0.0305650512768952
Connected Components : 2187
Single-Vertex Connected Components : 1333
Maximum Vertices in a Connected Component : 1385
Maximum Edges in a Connected Component : 2789
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 3.353983
Graph Density : 0.000118669785441305
Modularity : 0.470472
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 6,474 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 October 2022 at 10:00 UTC.
The requested start date was Friday, 14 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 10-hour, 31-minute period from Wednesday, 05 October 2022 at 13:24 UTC to Thursday, 13 October 2022 at 23:55 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : marketing research
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[968] top,10 [963] paris,fashion [963] listed,top [963] influencers,world [963] week,womenswear [963] hope,listed [963] womenswear,ss23 [963] fashion,influencers [963] 10,fashion [963] world,paris Top Word Pairs in Tweet in G1:
[317] pay,paper [315] test,help [315] class,pay [308] professionals,help [307] paper,math [305] pay,professionals [290] help,stats [283] #essay,due [276] #online,class [271] research,paper Top Word Pairs in Tweet in G2:
[962] fashion,week [962] fashion,influencers [962] world,paris [962] paris,fashion [962] 10,fashion [962] influencers,world [962] womenswear,ss23 [962] listed,top [962] hope,listed [962] ss23,report Top Word Pairs in Tweet in G3:
[262] materials,influencer [262] effective,marketing [262] marketing,materials [262] key,creating [262] influencer,marketing [262] create,effective [262] knowing,target [262] marketing,knowing [262] audience,key [262] target,audience Top Word Pairs in Tweet in G4:
[216] coinologyhub,next [216] analytics,marketing [216] investing,simplified [216] designed,cater [216] next,gen [216] simplified,made [216] marketing,platform [216] platform,designed [216] made,possible [216] possible,coinologyhub Top Word Pairs in Tweet in G5:
[118] etsy,seo [118] hello,etsy [118] rank,search [118] generate,more [118] search,promote [118] store,high [118] boost,store [118] contact,started [118] more,traffic [118] traffic,boost Top Word Pairs in Tweet in G6:
[19] #digitalmarketing,#marketingdigital [17] #marketing,#businesstips [17] #marketingdigital,#entrepreneur [17] #entrepreneur,#marketing [16] digital,marketing [15] #digital,#marketing [15] #marketingstrategy,#business [15] #businesstips,#marketingtips [15] #marketingtips,#marketingstrategy [14] #analytics,#alexavery Top Word Pairs in Tweet in G7:
[90] parent,company [90] last,year [90] year,stunning [90] lost,7b [90] idea,tiktok [90] unprofitable,parent [90] 7b,last [90] tiktok,unprofitable [90] stunning,stunning [90] company,lost Top Word Pairs in Tweet in G8:
[478] online,class [454] class,homework [322] expert,help [322] exam,expert [239] homework,exam [229] homework,assignment [229] assignment,exam [204] assignment,due [198] hello,scholar [198] scholar,assignment Top Word Pairs in Tweet in G9:
[76] research,setup [76] free,lntroduction [76] marketing,course [76] digital,marketing [76] lntroduction,market [76] complete,digital [76] website,email [76] course,free [76] setup,website [76] market,research Top Word Pairs in Tweet in G10:
[25] content,marketers [21] career,paths [21] salaries,career [15] share,salaries [15] more,2023 [15] paths,more [14] 2023,research [14] marketers,share [12] mba,marketing [12] originsnft,beta_calls_hq Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: